Hybrid Analog and Digital Precoding Based on Adaptive Method in P2P Massive MIMO

To achieve a far higher capacity in massive multi-input multi-output, the hybrid analog and digital precoding has been studied recently. In this paper, we consider the downlink single user communication system and propose an efficient matrix adaptive gradient descent algorithm to design the radio fr...

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Veröffentlicht in:Wireless personal communications 2018-03, Vol.99 (2), p.953-964
Hauptverfasser: Feng, Yongpan, Kim, Suk Chan
Format: Artikel
Sprache:eng
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Zusammenfassung:To achieve a far higher capacity in massive multi-input multi-output, the hybrid analog and digital precoding has been studied recently. In this paper, we consider the downlink single user communication system and propose an efficient matrix adaptive gradient descent algorithm to design the radio frequency precoder and combiner, and use the singular value decomposition method to obtain the digital precoder and combiner. Simulation results show that the proposed method can approach the performance of the conventional full digital precoding with a fast convergence rate.
ISSN:0929-6212
1572-834X
DOI:10.1007/s11277-017-5160-9